---
title: "kibi"
description: "Repo-local, per-branch, queryable knowledge base. Portable Agent Plugin packaging Kibi's Agent Skills and MCP server."
canonical: https://agentpluginsdirectory.com/plugins/kibi
last-updated: 2026-09-22
---

# kibi
Repo-local, per-branch, queryable knowledge base. Portable Agent Plugin packaging Kibi's Agent Skills and MCP server.
- Slug: kibi
- Publisher: Kibi
- Repository: https://github.com/Looted/kibi
- Manifest: packages/cursor/agent-plugin/plugin.json
- Version: 2.0.0
- License: AGPL-3.0-or-later
- Category (editorial): agent-tooling
- Skills: 4 (kibi-bootstrap, kibi-freshness, kibi-traceability, kibi-usage)
- MCP servers: 1 (kibi)
- Stars: 8
- Repository created: 2026-02-18
- Repository last pushed: 2026-09-21
- Publisher type: User
- Listing: https://agentpluginsdirectory.com/plugins/kibi
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json

## What kibi does, in the publisher's words

Say what the software should do. Kibi makes agents follow it: and prove they did.

Kibi is an agent-native requirements compiler and enforcement layer. You describe product intent in natural language; the agent creates and maintains the structured requirements, scenarios, tests, semantic facts, and code links. Kibi then checks that the implementation remains coherent with that intent.

Unlike passive memory or retrieval systems, Kibi is designed to place itself in the agent's workflow. The agent does not have to remember to consult a ticket, board, or requirements folder: Kibi's hooks, tools, and validation gates continuously bring the relevant product context back into the work.

- Humans maintain intent, not artifacts: The prompt is the primary authoring interface. Agents own the routine work of creating and evolving requirements, scenarios, tests, facts, and symbol links; humans resolve genuine ambiguity and product decisions.

From the project README, punctuation lightly normalized. Full text: https://raw.githubusercontent.com/Looted/kibi/HEAD/README.md

## Skills

- kibi-bootstrap: Bootstrap Kibi from the current Git checkout with exact Git attachment, preview approval, source-first writes, and repair-safe completion.
- kibi-freshness: Check exact Git attachment, branch migration/quarantine, compiled-store freshness, source linkage, and repair state before decisions or writes.
- kibi-traceability: Maintain source-first requirement, scenario, test, symbol, and proof traceability through Kibi's peer interfaces.
- kibi-usage: Use Kibi's source-first, exact-Git, migration-aware, proof-aware operations safely across MCP or the trusted local CLI, including partial completion repair.

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

## MCP servers

- kibi: transport: stdio; command: npx --no-install kibi-mcp

Read from the plugin's own mcp.json. Environment variable names only, never values.